Antenna Season Report Notebook¶

Josh Dillon, Last Revised January 2022

This notebook examines an individual antenna's performance over a whole season. This notebook parses information from each nightly rtp_summarynotebook (as saved to .csvs) and builds a table describing antenna performance. It also reproduces per-antenna plots from each auto_metrics notebook pertinent to the specific antenna.

In [1]:
import os
from IPython.display import display, HTML
display(HTML("<style>.container { width:100% !important; }</style>"))
In [2]:
# If you want to run this notebook locally, copy the output of the next cell into the next line of this cell.
# antenna = "004"
# csv_folder = '/lustre/aoc/projects/hera/H5C/H5C_Notebooks/_rtp_summary_'
# auto_metrics_folder = '/lustre/aoc/projects/hera/H5C/H5C_Notebooks/auto_metrics_inspect'
# os.environ["ANTENNA"] = antenna
# os.environ["CSV_FOLDER"] = csv_folder
# os.environ["AUTO_METRICS_FOLDER"] = auto_metrics_folder
In [3]:
# Use environment variables to figure out path to the csvs and auto_metrics
antenna = str(int(os.environ["ANTENNA"]))
csv_folder = os.environ["CSV_FOLDER"]
auto_metrics_folder = os.environ["AUTO_METRICS_FOLDER"]
print(f'antenna = "{antenna}"')
print(f'csv_folder = "{csv_folder}"')
print(f'auto_metrics_folder = "{auto_metrics_folder}"')

antenna = "16"
csv_folder = "/home/obs/src/H6C_Notebooks/_rtp_summary_"
auto_metrics_folder = "/home/obs/src/H6C_Notebooks/auto_metrics_inspect"
In [4]:
display(HTML(f'<h1 style=font-size:50px><u>Antenna {antenna} Report</u><p></p></h1>'))

Antenna 16 Report

In [5]:
import numpy as np
import pandas as pd
pd.set_option('display.max_rows', 1000)
import glob
import re
from hera_notebook_templates.utils import status_colors, Antenna
In [6]:
# load csvs and auto_metrics htmls in reverse chronological order
csvs = sorted(glob.glob(os.path.join(csv_folder, 'rtp_summary_table*.csv')))[::-1]
print(f'Found {len(csvs)} csvs in {csv_folder}')
auto_metric_htmls = sorted(glob.glob(auto_metrics_folder + '/auto_metrics_inspect_*.html'))[::-1]
print(f'Found {len(auto_metric_htmls)} auto_metrics notebooks in {auto_metrics_folder}')

Found 122 csvs in /home/obs/src/H6C_Notebooks/_rtp_summary_
Found 119 auto_metrics notebooks in /home/obs/src/H6C_Notebooks/auto_metrics_inspect
In [7]:
# Per-season options
mean_round_modz_cut = 4
dead_cut = 0.4
crossed_cut = 0.0

def jd_to_summary_url(jd):
    return f'https://htmlpreview.github.io/?https://github.com/HERA-Team/H6C_Notebooks/blob/main/_rtp_summary_/rtp_summary_{jd}.html'

def jd_to_auto_metrics_url(jd):
    return f'https://htmlpreview.github.io/?https://github.com/HERA-Team/H6C_Notebooks/blob/main/auto_metrics_inspect/auto_metrics_inspect_{jd}.html'

Load relevant info from summary CSVs¶

In [8]:
this_antenna = None
jds = []

# parse information about antennas and nodes
for csv in csvs:
    df = pd.read_csv(csv)
    for n in range(len(df)):
        # Add this day to the antenna
        row = df.loc[n]
        if isinstance(row['Ant'], str) and '<a href' in row['Ant']:
            antnum = int(row['Ant'].split('</a>')[0].split('>')[-1]) # it's a link, extract antnum
        else:
            antnum = int(row['Ant'])
        if antnum != int(antenna):
            continue
        
        if np.issubdtype(type(row['Node']), np.integer):
            row['Node'] = str(row['Node'])
        if type(row['Node']) == str and row['Node'].isnumeric():
            row['Node'] = 'N' + ('0' if len(row['Node']) == 1 else '') + row['Node']
            
        if this_antenna is None:
            this_antenna = Antenna(row['Ant'], row['Node'])
        jd = [int(s) for s in re.split('_|\.', csv) if s.isdigit()][-1]
        jds.append(jd)
        this_antenna.add_day(jd, row)
        break
In [9]:
# build dataframe
to_show = {'JDs': [f'<a href="{jd_to_summary_url(jd)}" target="_blank">{jd}</a>' for jd in jds]}
to_show['A Priori Status'] = [this_antenna.statuses[jd] for jd in jds]

df = pd.DataFrame(to_show)

# create bar chart columns for flagging percentages:
bar_cols = {}
bar_cols['Auto Metrics Flags'] = [this_antenna.auto_flags[jd] for jd in jds]
bar_cols[f'Dead Fraction in Ant Metrics (Jee)'] = [this_antenna.dead_flags_Jee[jd] for jd in jds]
bar_cols[f'Dead Fraction in Ant Metrics (Jnn)'] = [this_antenna.dead_flags_Jnn[jd] for jd in jds]
bar_cols['Crossed Fraction in Ant Metrics'] = [this_antenna.crossed_flags[jd] for jd in jds]
bar_cols['Flag Fraction Before Redcal'] = [this_antenna.flags_before_redcal[jd] for jd in jds]
bar_cols['Flagged By Redcal chi^2 Fraction'] = [this_antenna.redcal_flags[jd] for jd in jds]
for col in bar_cols:
    df[col] = bar_cols[col]

z_score_cols = {}
z_score_cols['ee Shape Modified Z-Score'] = [this_antenna.ee_shape_zs[jd] for jd in jds]
z_score_cols['nn Shape Modified Z-Score'] = [this_antenna.nn_shape_zs[jd] for jd in jds]
z_score_cols['ee Power Modified Z-Score'] = [this_antenna.ee_power_zs[jd] for jd in jds]
z_score_cols['nn Power Modified Z-Score'] = [this_antenna.nn_power_zs[jd] for jd in jds]
z_score_cols['ee Temporal Variability Modified Z-Score'] = [this_antenna.ee_temp_var_zs[jd] for jd in jds]
z_score_cols['nn Temporal Variability Modified Z-Score'] = [this_antenna.nn_temp_var_zs[jd] for jd in jds]
z_score_cols['ee Temporal Discontinuties Modified Z-Score'] = [this_antenna.ee_temp_discon_zs[jd] for jd in jds]
z_score_cols['nn Temporal Discontinuties Modified Z-Score'] = [this_antenna.nn_temp_discon_zs[jd] for jd in jds]
for col in z_score_cols:
    df[col] = z_score_cols[col]

ant_metrics_cols = {}
ant_metrics_cols['Average Dead Ant Metric (Jee)'] = [this_antenna.Jee_dead_metrics[jd] for jd in jds]
ant_metrics_cols['Average Dead Ant Metric (Jnn)'] = [this_antenna.Jnn_dead_metrics[jd] for jd in jds]
ant_metrics_cols['Average Crossed Ant Metric'] = [this_antenna.crossed_metrics[jd] for jd in jds]
for col in ant_metrics_cols:
    df[col] = ant_metrics_cols[col]

redcal_cols = {}
redcal_cols['Median chi^2 Per Antenna (Jee)'] = [this_antenna.Jee_chisqs[jd] for jd in jds]
redcal_cols['Median chi^2 Per Antenna (Jnn)'] = [this_antenna.Jnn_chisqs[jd] for jd in jds]   
for col in redcal_cols:
    df[col] = redcal_cols[col]

# style dataframe
table = df.style.hide_index()\
          .applymap(lambda val: f'background-color: {status_colors[val]}' if val in status_colors else '', subset=['A Priori Status']) \
          .background_gradient(cmap='viridis', vmax=mean_round_modz_cut * 3, vmin=0, axis=None, subset=list(z_score_cols.keys())) \
          .background_gradient(cmap='bwr_r', vmin=dead_cut-.25, vmax=dead_cut+.25, axis=0, subset=list([col for col in ant_metrics_cols if 'dead' in col.lower()])) \
          .background_gradient(cmap='bwr_r', vmin=crossed_cut-.25, vmax=crossed_cut+.25, axis=0, subset=list([col for col in ant_metrics_cols if 'crossed' in col.lower()])) \
          .background_gradient(cmap='plasma', vmax=4, vmin=1, axis=None, subset=list(redcal_cols.keys())) \
          .applymap(lambda val: 'font-weight: bold' if val < dead_cut else '', subset=list([col for col in ant_metrics_cols if 'dead' in col.lower()])) \
          .applymap(lambda val: 'font-weight: bold' if val < crossed_cut else '', subset=list([col for col in ant_metrics_cols if 'crossed' in col.lower()])) \
          .applymap(lambda val: 'font-weight: bold' if val > mean_round_modz_cut else '', subset=list(z_score_cols.keys())) \
          .applymap(lambda val: 'color: red' if val > mean_round_modz_cut else '', subset=list(z_score_cols.keys())) \
          .bar(subset=list(bar_cols.keys()), vmin=0, vmax=1) \
          .format({col: '{:,.4f}'.format for col in z_score_cols}) \
          .format({col: '{:,.4f}'.format for col in ant_metrics_cols}) \
          .format('{:,.2%}', na_rep='-', subset=list(bar_cols.keys())) \
          .set_table_styles([dict(selector="th",props=[('max-width', f'70pt')])])

Table 1: Per-Night RTP Summary Info For This Atenna¶

This table reproduces each night's row for this antenna from the RTP Summary notebooks. For more info on the columns, see those notebooks, linked in the JD column.

In [10]:
display(HTML(f'<h2>Antenna {antenna}, Node {this_antenna.node}:</h2>'))
HTML(table.render(render_links=True, escape=False))

Antenna 16, Node N01:

Out[10]:
JDs A Priori Status Auto Metrics Flags Dead Fraction in Ant Metrics (Jee) Dead Fraction in Ant Metrics (Jnn) Crossed Fraction in Ant Metrics Flag Fraction Before Redcal Flagged By Redcal chi^2 Fraction ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score Average Dead Ant Metric (Jee) Average Dead Ant Metric (Jnn) Average Crossed Ant Metric Median chi^2 Per Antenna (Jee) Median chi^2 Per Antenna (Jnn)
2459939 digital_ok 100.00% 100.00% 0.00% 0.00% - - 10.094933 -0.629933 8.397063 0.418376 7.163199 2.382985 0.612246 1.809406 0.0315 0.6622 0.5340 nan nan
2459938 digital_ok 100.00% 100.00% 0.00% 0.00% - - 9.672691 -0.379479 9.262533 0.359050 6.517178 1.633347 0.517004 1.607177 0.0328 0.6634 0.5373 nan nan
2459937 digital_ok 100.00% 100.00% 0.00% 0.00% - - 10.396629 -0.526699 9.312608 0.497821 7.421982 1.734817 3.274810 2.574188 0.0377 0.6842 0.5579 nan nan
2459936 digital_ok 100.00% 100.00% 0.00% 0.00% - - 9.617888 -0.456621 11.539868 0.531376 8.670107 1.982971 6.757404 0.327677 0.0328 0.7864 0.6461 nan nan
2459935 digital_ok 100.00% 100.00% 0.00% 0.00% - - 10.127003 -0.236928 8.290166 0.447712 8.920527 1.512711 1.587052 2.524091 0.0310 0.6711 0.5463 nan nan
2459934 digital_ok 100.00% 100.00% 0.00% 0.00% - - 13.124612 -0.100605 9.007944 0.222912 8.629748 2.207448 0.481526 1.723453 0.0326 0.6818 0.5526 nan nan
2459933 digital_ok 100.00% 100.00% 0.00% 0.00% - - 10.850540 -0.308116 9.521927 0.206366 8.464831 1.516550 0.241744 0.728844 0.0325 0.6868 0.5641 nan nan
2459932 digital_ok 100.00% 100.00% 0.00% 0.00% - - 12.673923 -0.345589 9.419036 0.230100 3.297555 0.441960 2.124746 1.363362 0.0339 0.6132 0.4971 nan nan
2459931 digital_ok 100.00% 100.00% 0.00% 0.00% - - 12.136169 -0.360360 10.101124 0.186770 6.687176 1.130243 0.719332 2.839453 0.0345 0.6899 0.5671 nan nan
2459930 digital_ok 100.00% 100.00% 0.00% 0.00% - - 10.318557 -0.466978 8.558612 0.397379 6.463588 1.278698 1.121389 0.554184 0.0330 0.6881 0.5681 nan nan
2459929 digital_ok 100.00% 100.00% 0.00% 0.00% - - 5.665899 -0.675380 11.030952 0.425747 1.571377 0.288303 1.761775 0.516911 0.0363 0.7796 0.6547 nan nan
2459928 digital_ok 100.00% 100.00% 0.00% 0.00% - - 9.790974 -0.772793 10.282763 0.473988 8.705137 1.967408 1.114732 2.747323 0.0312 0.6550 0.5340 nan nan
2459927 digital_ok 100.00% 100.00% 0.00% 0.00% - - 10.911942 -0.527458 9.614597 0.206475 3.159997 2.367672 1.437862 0.800465 0.0388 0.5953 0.4822 nan nan
2459926 digital_ok 100.00% 100.00% 0.00% 0.00% - - 9.372178 -1.012645 8.652409 0.400493 1.040294 0.532185 0.764567 0.689469 0.0335 0.7932 0.6649 nan nan
2459925 digital_ok 100.00% 100.00% 0.00% 0.00% - - 7.488184 -1.119869 11.197790 0.484549 4.714272 0.888732 3.020240 0.040102 0.0348 0.7624 0.6384 nan nan
2459924 digital_ok 100.00% 100.00% 0.00% 0.00% - - 10.613164 -1.774319 10.541123 0.257594 6.864896 0.346627 0.718198 0.767335 0.0328 0.6835 0.5660 nan nan
2459923 digital_ok 100.00% 100.00% 0.00% 0.00% - - 11.736440 -1.812251 10.152036 0.636253 5.903891 0.931239 2.462329 1.001625 0.0348 0.7217 0.6069 nan nan
2459922 digital_ok 100.00% 100.00% 0.00% 0.00% - - 10.318190 -1.453749 7.393656 0.364388 9.874504 1.767380 0.632241 2.008559 0.0328 0.6741 0.5528 nan nan
2459921 digital_ok 100.00% 100.00% 0.00% 0.00% - - 9.375366 -1.407257 8.186810 0.622828 11.394502 2.279478 0.396935 2.473265 0.0334 0.6785 0.5568 nan nan
2459920 digital_ok 100.00% 100.00% 0.00% 0.00% - - 9.750950 -1.507970 7.311788 0.428591 7.034107 1.658323 1.397232 3.062777 0.0336 0.6723 0.5396 nan nan
2459919 digital_ok 100.00% 100.00% 0.00% 0.00% - - 10.506140 -1.308755 8.450220 0.394686 9.120800 1.308060 1.297543 3.077876 0.0346 0.6613 0.5281 nan nan
2459918 digital_ok 100.00% 100.00% 0.00% 0.00% - - 11.919196 -1.086235 8.652530 0.177544 6.939485 1.471789 2.120949 1.631470 0.0329 0.6813 0.5514 nan nan
2459917 digital_ok 100.00% 100.00% 0.00% 0.00% - - 10.020910 -1.005675 8.858340 0.537410 4.898832 -0.793670 0.837041 4.227956 0.0316 0.7128 0.5895 nan nan
2459916 digital_ok 100.00% 100.00% 0.00% 0.00% - - 10.396278 -1.273849 8.839307 0.140516 7.364832 1.851202 1.553976 4.523736 0.0338 0.6816 0.5607 nan nan
2459915 digital_ok 100.00% 100.00% 0.00% 0.00% - - 10.891254 -1.389794 10.467802 0.297814 7.906930 2.685801 3.621586 1.236130 0.0412 0.7167 0.5843 nan nan
2459914 digital_ok 100.00% 100.00% 0.00% 0.00% - - 11.813867 -1.203498 11.133583 0.307292 8.633773 1.562101 6.731206 1.327610 0.0349 0.7359 0.6083 nan nan
2459913 digital_ok 0.00% 0.00% 0.00% 0.00% - - -1.176943 -0.857089 -0.363706 0.402225 1.803518 2.457301 0.487545 2.290441 0.6991 0.6821 0.4102 nan nan
2459912 digital_ok 0.00% 0.00% 0.00% 0.00% - - -1.387099 -0.968458 -0.461614 0.505695 0.931311 1.318167 1.986408 2.667305 0.6696 0.6762 0.4113 nan nan
2459911 digital_ok 0.00% 0.00% 0.00% 0.00% - - -1.145445 -1.414007 -0.522969 0.288803 1.122028 1.412505 2.783379 1.696016 0.6682 0.6773 0.4156 nan nan
2459910 digital_ok 0.00% 0.00% 0.00% 0.00% - - -1.145201 -1.422396 -0.578533 0.212503 1.381189 1.707077 3.435568 1.670214 0.6723 0.6799 0.4144 nan nan
2459909 digital_ok 0.00% 0.00% 0.00% 0.00% - - -1.111767 -1.494508 -0.546029 0.264087 1.571643 1.960388 2.783065 2.364436 0.6697 0.6768 0.4143 nan nan
2459908 digital_ok 0.00% 0.00% 0.00% 0.00% - - -1.042043 -1.550668 -0.554618 0.277305 0.738938 1.085593 2.512281 2.276551 0.6775 0.6872 0.4118 nan nan
2459907 digital_ok 0.00% 0.00% 0.00% 0.00% - - -1.321366 -1.069609 -0.675189 0.235064 1.322932 1.556872 1.906996 2.721112 0.6747 0.6800 0.4091 nan nan
2459906 digital_ok 0.00% 0.00% 0.00% 0.00% - - -1.424590 -1.066537 -0.693837 0.171204 1.638068 1.886593 1.291275 2.199882 0.6644 0.6719 0.4098 nan nan
2459905 digital_ok 0.00% 0.00% 0.00% 0.00% - - -1.299176 -0.797113 -0.497302 0.238894 1.356820 0.602669 1.788307 2.002975 0.6546 0.6655 0.4174 nan nan
2459904 digital_ok 0.00% 0.00% 0.00% 0.00% - - -1.467457 -1.265460 -0.603535 0.303265 1.632609 1.129085 0.402596 3.350104 0.6587 0.6672 0.4105 nan nan
2459903 digital_ok 0.00% 0.00% 0.00% 0.00% - - -1.127598 -1.201618 -0.655583 0.161620 1.666096 1.321933 1.459423 2.793183 0.6671 0.6723 0.4106 nan nan
2459902 digital_ok 0.00% 0.00% 0.00% 0.00% - - -1.364175 -1.340878 -0.685390 -0.021542 1.333638 1.569224 1.751883 2.817018 0.6744 0.6745 0.4029 nan nan
2459901 digital_ok 0.00% 0.00% 0.00% 0.00% - - -1.402045 -1.369038 -0.591489 0.190091 2.177794 2.560428 1.428959 2.800831 0.6708 0.6703 0.4084 nan nan
2459900 digital_ok 0.00% 0.00% 0.00% 0.00% - - -1.216883 -1.545651 -0.537084 0.225138 2.934859 2.497208 0.770131 1.143187 0.6246 0.6257 0.3483 nan nan
2459898 digital_ok 0.00% 0.00% 0.00% 0.00% - - -0.937254 -0.875173 -0.722511 0.112774 0.824035 0.911135 0.922485 2.013809 0.6688 0.6714 0.3995 nan nan
2459897 digital_ok 100.00% 0.00% 0.00% 0.00% - - -0.880380 -0.877982 -0.814793 0.209093 0.547520 0.965093 3.043162 5.175514 0.6733 0.6735 0.3976 nan nan
2459896 digital_ok 0.00% 0.00% 0.00% 0.00% - - -0.827880 -1.114366 -0.827408 -0.003625 -0.191266 0.230557 2.348891 2.990739 0.6740 0.6778 0.3992 nan nan
2459895 digital_ok 0.00% 0.00% 0.00% 0.00% - - -1.319935 -1.465374 -0.524156 0.081392 0.790178 1.198979 -0.640091 -0.032425 0.7787 0.7680 0.2529 nan nan
2459894 digital_ok 0.00% 0.00% 0.00% 0.00% - - -1.104644 -1.213148 -0.605877 0.269836 0.548553 1.095560 1.762876 3.721197 0.6867 0.6808 0.3812 nan nan
2459893 digital_ok 100.00% 0.00% 0.00% 0.00% - - -1.023483 -1.006476 -0.729514 0.158873 0.023271 0.476130 3.440301 7.354391 0.6861 0.6814 0.3842 nan nan
2459892 digital_ok 100.00% 0.00% 0.00% 0.00% - - -0.894677 -0.798676 -0.885264 0.021937 1.143383 1.428899 2.718257 5.577984 0.6816 0.6828 0.3845 nan nan
2459891 digital_ok 0.00% 0.00% 0.00% 0.00% - - -0.925798 -0.842584 -0.889909 0.167776 -0.013521 0.120543 1.602115 3.221018 0.6761 0.6750 0.3918 nan nan
2459890 digital_ok 100.00% 0.00% 0.00% 0.00% - - -0.930661 -1.099219 -0.637902 0.173123 0.669252 0.869748 9.275893 4.165584 0.6765 0.6722 0.3903 nan nan
2459889 digital_ok 0.00% 0.00% 0.00% 0.00% - - -1.150412 -1.491302 -0.973978 0.089284 0.230026 0.687677 2.611761 3.041044 0.6853 0.6787 0.3861 nan nan
2459888 digital_ok 100.00% 0.00% 0.00% 0.00% - - -0.813832 -1.582190 -0.814715 0.025231 -0.162077 0.156617 3.965166 3.474276 0.6984 0.6961 0.3819 nan nan
2459887 digital_ok 100.00% 0.00% 0.00% 0.00% - - -0.863381 -1.644480 -0.706331 -0.100760 -0.307157 0.386793 8.766207 3.834170 0.6839 0.6802 0.3898 nan nan
2459886 digital_ok 0.00% 0.00% 0.00% 0.00% - - -0.930288 -1.877503 -0.827860 -0.001000 -0.812235 0.316426 -0.766399 0.134108 0.7673 0.7539 0.3257 nan nan
2459885 digital_ok 0.00% 0.00% 0.00% 0.00% - - -1.028538 -0.501711 0.251240 -0.929729 0.041771 1.290041 2.351551 0.818367 0.7343 0.7222 0.3514 nan nan
2459884 digital_ok 0.00% 0.00% 0.00% 0.00% - - -1.086229 -1.401084 -0.635068 -0.001448 -0.474856 0.029429 3.009651 2.977671 0.6852 0.6789 0.3920 nan nan
2459883 digital_ok 100.00% 0.00% 0.00% 0.00% - - -0.241938 -0.011321 0.622621 -0.758298 0.385879 1.110448 10.951229 9.271589 0.6860 0.6857 0.3835 nan nan
2459882 digital_ok 0.00% 0.00% 0.00% 0.00% - - 0.100867 0.597719 -0.411331 -0.187579 0.573192 1.030793 3.606399 2.019492 0.6902 0.6825 0.3789 nan nan
2459881 digital_ok 100.00% 100.00% 100.00% 0.00% - - nan nan inf inf nan nan nan nan nan nan nan nan nan
2459880 digital_ok 100.00% 0.00% 0.00% 0.00% - - -0.481465 -0.607942 -0.184410 -0.776626 1.237457 1.386838 7.573995 3.683924 0.6806 0.6826 0.3912 nan nan
2459879 digital_ok 0.00% 0.00% 0.00% 0.00% - - -0.667296 -0.969383 -0.362077 0.209744 0.356544 -0.002107 1.498757 1.877562 0.6712 0.6797 0.3989 nan nan
2459878 digital_ok 100.00% 0.00% 0.00% 0.00% - - 0.225083 0.696612 0.255639 -0.762561 0.262911 1.696801 7.749863 14.265095 0.6746 0.6838 0.3934 nan nan
2459876 digital_ok 100.00% 0.00% 0.00% 0.00% - - 0.253876 -0.567959 0.588454 -0.627884 -0.803687 0.236606 9.633629 4.954202 0.6997 0.6858 0.3837 nan nan
2459875 digital_ok 0.00% 0.00% 0.00% 0.00% - - -0.760490 -0.089792 0.071867 -0.625443 -0.083152 0.563716 3.118342 2.122272 0.7078 0.7014 0.3874 nan nan
2459874 digital_ok 0.00% 0.00% 0.00% 0.00% - - -0.794415 1.340099 -0.130704 -0.702455 -0.162074 -0.225089 2.696452 2.617671 0.6983 0.6762 0.3770 nan nan
2459873 digital_ok 0.00% 0.00% 0.00% 0.00% - - -0.618426 1.091958 -0.730444 0.024251 -0.014886 1.315318 1.990532 3.716676 0.7057 0.6724 0.3784 nan nan
2459872 digital_ok 0.00% 0.00% 0.00% 0.00% - - -0.723829 1.197435 0.037775 -0.391368 -0.350097 0.760889 1.184102 2.845222 0.6991 0.6766 0.3815 nan nan
2459871 digital_ok 0.00% 0.00% 0.00% 0.00% - - -0.794629 0.013554 -0.020984 -0.822974 -0.591755 -0.042527 3.075640 2.593967 0.7067 0.6789 0.3784 nan nan
2459870 digital_ok 100.00% 0.00% 0.00% 0.00% - - -0.184594 2.704884 0.253935 -0.601619 0.842075 1.973090 3.909175 4.775845 0.7082 0.6762 0.3893 nan nan
2459869 digital_ok 0.00% 0.00% 0.00% 0.00% - - -0.694798 0.029567 0.818200 -0.544527 0.525960 0.119873 1.723637 0.030106 0.7178 0.7029 0.3744 nan nan
2459868 digital_ok 0.00% 0.00% 0.00% 0.00% - - -0.422411 1.090735 -0.865019 -0.602967 -0.502261 0.329920 3.798340 3.574743 0.7011 0.6767 0.3947 nan nan
2459867 digital_ok 0.00% 0.00% 0.00% 0.00% - - -0.809494 1.129737 -0.525076 -0.466888 0.155573 1.347119 1.628355 3.473836 0.7129 0.6778 0.3961 nan nan
2459866 digital_ok 0.00% 0.00% 0.00% 0.00% - - -0.661138 1.444650 -0.263098 -0.338447 0.332823 0.943769 1.379890 2.276557 0.7126 0.6816 0.3864 nan nan
2459865 digital_ok 0.00% 0.00% 0.00% 0.00% - - -1.456716 1.436148 -1.259163 0.622404 -0.200366 0.697524 1.523594 2.957048 0.7407 0.7082 0.3586 nan nan
2459864 digital_ok 100.00% 0.00% 0.00% 0.00% - - -1.542908 1.641913 2.247648 1.668324 0.776595 1.043723 3.602520 7.824933 0.7080 0.6732 0.4097 nan nan
2459863 digital_ok 0.00% 0.00% 0.00% 0.00% - - -1.692787 -0.306849 0.974983 0.956137 -0.163247 -0.573591 1.698513 2.190796 0.6992 0.6637 0.4009 nan nan
2459862 digital_ok 100.00% 0.00% 0.00% 0.00% - - -1.423183 0.704929 1.982147 1.384340 0.113383 0.708232 0.992936 3.711667 0.6824 0.6913 0.4106 nan nan
2459861 digital_ok 0.00% 0.00% 0.00% 0.00% - - -1.200353 -0.440607 0.897828 1.040866 -0.622815 -0.169106 0.789205 2.179860 0.7180 0.6781 0.4094 nan nan
2459860 digital_ok 0.00% 0.00% 0.00% 0.00% - - -1.465617 -0.223390 1.253082 0.631237 0.573628 0.301193 0.884227 1.831830 0.7246 0.6752 0.4099 nan nan
2459859 digital_ok 0.00% 0.00% 0.00% 0.00% - - -1.081316 -0.676133 0.796343 0.878848 -0.749724 -0.529795 0.586486 1.755309 0.7265 0.6797 0.4077 nan nan
2459858 digital_ok 0.00% 0.00% 0.00% 0.00% 0.00% 0.00% -0.965019 -0.472015 0.903029 0.906812 -0.564630 -0.514551 0.727568 2.805525 0.7378 0.6844 0.4202 1.881635 1.539139
2459857 digital_ok 0.00% 100.00% 100.00% 0.00% - - -0.491715 -0.858996 0.349332 0.302862 0.276692 0.746496 0.266292 0.105800 0.0250 0.0247 0.0005 nan nan
2459856 digital_ok 0.00% 0.00% 0.00% 0.00% 3.43% 0.57% -1.270167 0.642305 0.799817 0.071514 0.536678 0.927209 1.831957 2.025990 0.7291 0.6991 0.4076 1.914500 1.528863
2459855 digital_ok 0.00% 0.00% 0.00% 0.00% 4.58% 0.00% -1.332394 1.599553 0.923619 0.157321 0.565512 1.178235 0.620610 1.125406 0.7091 0.7087 0.4389 1.540139 1.365097
2459854 digital_ok 0.00% 0.00% 0.00% 0.00% 8.93% 0.00% -1.584033 1.751094 0.253747 -0.334832 0.366840 0.998526 0.866720 2.842071 0.7260 0.7384 0.4415 1.766856 1.461146
2459853 digital_ok 0.00% 0.00% 0.00% 0.00% 0.00% 0.00% -1.016983 0.348363 0.420435 -0.190888 0.173201 0.464484 0.821602 2.334609 0.7539 0.6889 0.4290 1.844600 1.537672
2459852 digital_ok 0.00% 0.00% 0.00% 0.00% 8.65% 4.86% -1.215155 -0.270533 0.681199 0.289843 -0.685832 0.261936 0.677303 0.725340 0.8364 0.8336 0.2438 2.888955 2.689536
2459851 digital_ok 0.00% 0.00% 0.00% 0.00% 11.76% 0.00% -1.183048 -0.157267 0.520520 -0.033526 -0.628900 -0.650734 1.662543 2.363029 0.7774 0.7472 0.3319 1.907223 1.551982
2459850 digital_ok 0.00% 0.00% 0.00% 0.00% 18.02% 0.00% -0.938541 0.623896 0.304167 -0.208133 -0.859837 0.483950 1.255379 3.009023 0.7528 0.7508 0.3545 1.780249 1.473226
2459849 digital_ok 0.00% 0.00% 0.00% 0.00% 16.67% 0.00% -1.543382 0.404163 0.203114 -0.685559 0.179755 0.973825 2.230743 2.560020 0.7521 0.7458 0.3622 1.653710 1.452708
2459848 digital_ok 0.00% 0.00% 0.00% 0.00% 30.15% 0.00% -0.945367 0.485743 -0.973455 -1.067534 -1.008136 0.116463 0.524271 1.440540 0.7306 0.7477 0.3807 1.551403 1.427490
2459847 digital_ok 0.00% 0.00% 0.00% 0.00% 3.21% 0.00% -1.006954 -0.019275 -0.518975 -0.724536 0.704831 -0.000383 0.770236 1.505952 0.7355 0.6835 0.4343 1.719178 1.507868
2459846 digital_ok 0.00% 0.00% 0.00% 0.00% 33.33% 0.00% -0.753744 -0.664870 -0.078324 -0.900401 -0.565960 0.350472 0.979366 0.823748 0.8526 0.6842 0.4894 1.751752 1.491240
2459845 digital_ok 0.00% 0.00% 0.00% 0.00% 16.02% 0.00% -1.108130 1.240467 -1.002444 0.095449 0.989761 1.298446 0.568966 -0.053987 0.7510 0.7567 0.3675 1.231042 1.226116
2459844 digital_ok 0.00% 100.00% 100.00% 0.00% - - -0.904709 -0.480445 -0.917291 0.124699 1.184724 -0.397176 0.050286 -0.617501 0.0245 0.0241 0.0004 nan nan
2459843 digital_ok 0.00% 0.66% 0.66% 0.00% 15.22% 0.00% -0.890046 -0.001971 -1.024649 -1.191913 -0.819698 -0.373506 2.977496 0.111499 0.7570 0.7543 0.3809 1.933493 1.625236
2459842 digital_ok 0.00% 0.00% 0.00% 0.00% 0.00% 0.00% -0.075072 -1.110969 0.169800 0.348361 0.308035 0.649416 1.866497 0.429727 0.7623 0.6551 0.2749 1.942841 1.769329
2459841 digital_ok 100.00% 100.00% 100.00% 0.00% - - 0.110044 0.411262 -0.565121 0.061823 6.852922 1.899204 1.508892 0.784545 0.0247 0.0243 0.0006 nan nan
2459840 digital_ok 0.00% 100.00% 100.00% 0.00% - - -1.967483 -0.393088 -0.319456 -0.053811 -0.685003 -0.789584 0.346241 0.010017 0.0233 0.0231 0.0006 nan nan
2459839 digital_ok 0.00% - - - - - -0.592595 1.054790 -0.857324 -0.042784 0.602820 3.445682 0.174703 -0.456042 nan nan nan nan nan
2459838 digital_ok 0.00% 0.00% 0.00% 0.00% 0.00% 0.00% -1.521372 0.699315 -0.402073 -0.953823 -0.498111 -0.325909 0.594692 1.514310 0.7470 0.6784 0.4211 2.109850 1.834640
2459836 digital_ok - 100.00% 100.00% 0.00% - - nan nan nan nan nan nan nan nan 0.0344 0.0347 0.0012 nan nan
2459835 digital_ok 100.00% 100.00% 100.00% 0.00% - - nan nan inf inf nan nan nan nan nan nan nan nan nan
2459833 digital_ok 0.00% 100.00% 100.00% 0.00% - - -0.917632 -0.754900 0.103326 -0.133086 -0.695494 0.873074 0.540650 -0.317196 0.0294 0.0315 0.0022 nan nan
2459832 digital_ok 0.00% 0.00% 0.00% 0.00% 0.00% 0.00% -0.972361 -1.280085 -0.246997 -1.063764 0.419379 1.180353 2.708424 -0.091008 0.8084 0.5136 0.6046 1.676165 1.430993
2459831 digital_ok 0.00% 100.00% 100.00% 0.00% - - -0.631051 1.028792 -1.107752 -0.028552 -0.244226 -0.228640 0.224012 -0.254115 0.0293 0.0368 0.0042 nan nan
2459830 digital_ok 100.00% 0.00% 0.00% 0.00% 100.00% 0.00% -0.912744 -1.241812 -0.484865 -1.181647 -0.851417 -0.402518 4.983458 2.144121 0.8031 0.4987 0.5978 4.898170 6.485498
2459829 digital_ok 100.00% 0.00% 0.00% 0.00% 100.00% 0.00% -1.478250 0.181846 -0.555954 -0.439591 0.162767 1.134113 5.928143 5.462129 0.7514 0.6397 0.4371 22.035343 12.696388
2459828 digital_ok 100.00% 0.00% 0.00% 0.00% 100.00% 0.00% -0.765583 -0.601481 -0.705208 -0.546092 -0.817320 0.147497 5.815147 12.592008 0.8019 0.5269 0.5626 5.170435 5.916994
2459827 digital_ok 0.00% 0.00% 0.00% 0.00% 0.00% 0.00% -1.524303 -1.005866 -0.708323 -0.022723 0.036715 0.115181 1.346026 0.354552 0.7595 0.6482 0.4388 0.779297 0.639744
2459826 digital_ok 100.00% 0.00% 0.00% 0.00% 100.00% 0.00% -0.440484 -1.038509 -0.529779 -0.358891 -0.304103 0.551256 6.093559 1.150376 0.7983 0.5419 0.5379 10.412854 14.657204
2459825 digital_ok 100.00% 0.00% 0.00% 0.00% 100.00% 0.00% -0.309448 -1.280002 -0.020491 -0.994773 8.805618 8.725483 3.698330 2.462638 0.7956 0.5468 0.5385 3.355055 2.308965
2459824 digital_ok 100.00% 0.00% 0.00% 0.00% 100.00% 0.00% -1.362613 0.621176 0.085369 -0.942937 4.767340 5.140215 6.539801 7.427482 0.7012 0.6774 0.4145 7.738011 9.775218
2459823 digital_ok 0.00% 0.00% 0.00% 0.00% 0.00% 0.00% 0.027864 -0.994688 -0.312208 -0.792135 0.056907 -0.827901 3.600494 0.686723 0.7605 0.6029 0.4980 2.448673 2.551248
2459822 digital_ok 0.00% 0.00% 0.00% 0.00% 0.00% 0.00% -0.161230 -0.760581 -0.493300 -0.486329 -0.975565 -1.072507 3.242218 2.107408 0.8020 0.5816 0.5330 1.874493 1.540542
2459821 digital_ok 0.00% 0.00% 0.00% 0.00% 0.00% 0.00% 0.435090 -0.430572 -0.558437 -0.329077 -0.224925 -0.055251 1.255055 1.291155 0.7943 0.6011 0.5216 2.247563 1.854114
2459820 digital_ok 0.00% 0.00% 0.00% 0.00% 0.00% 0.00% -1.121030 -0.149743 -0.823307 -0.095300 0.323064 2.118267 3.244709 2.542838 0.7779 0.6702 0.4385 2.122770 1.743482
2459817 digital_ok 0.00% 0.00% 0.00% 0.00% 0.00% 0.00% -0.243510 -0.415679 -0.535232 -0.592636 -0.127735 -0.471174 1.644526 2.615462 0.8103 0.6562 0.5250 2.238718 1.981082
2459816 digital_ok 100.00% 0.00% 0.00% 0.00% 100.00% 0.00% -0.700800 -1.318322 -0.098189 -1.279848 -0.096780 -0.306051 9.570347 7.365016 0.8467 0.5894 0.5968 3.905188 4.589187
2459815 digital_ok 0.00% 0.00% 0.00% 0.00% 0.00% 0.00% -0.190125 -1.207350 -0.329792 -1.158658 -1.034274 -1.346651 3.129830 1.394306 0.7966 0.6594 0.5287 2.394434 2.140082
2459814 digital_ok 0.00% - - - - - nan nan nan nan nan nan nan nan nan nan nan nan nan
2459813 digital_ok 100.00% 100.00% 100.00% 0.00% 100.00% 0.00% nan nan inf inf nan nan nan nan nan nan nan 0.000000 0.000000

Load antenna metric spectra and waterfalls from auto_metrics notebooks.¶

In [11]:
htmls_to_display = []
for am_html in auto_metric_htmls:
    html_to_display = ''
    # read html into a list of lines
    with open(am_html) as f:
        lines = f.readlines()
    
    # find section with this antenna's metric plots and add to html_to_display
    jd = [int(s) for s in re.split('_|\.', am_html) if s.isdigit()][-1]
    try:
        section_start_line = lines.index(f'<h2>Antenna {antenna}: {jd}</h2>\n')
    except ValueError:
        continue
    html_to_display += lines[section_start_line].replace(str(jd), f'<a href="{jd_to_auto_metrics_url(jd)}" target="_blank">{jd}</a>')
    for line in lines[section_start_line + 1:]:
        html_to_display += line
        if '<hr' in line:
            htmls_to_display.append(html_to_display)
            break

Figure 1: Antenna autocorrelation metric spectra and waterfalls.¶

These figures are reproduced from auto_metrics notebooks. For more info on the specific plots and metrics, see those notebooks (linked at the JD). The most recent 100 days (at most) are shown.

In [12]:
for i, html_to_display in enumerate(htmls_to_display):
    if i == 100:
        break
    display(HTML(html_to_display))

Antenna 16: 2459938

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
16 N01 digital_ok ee Shape 9.672691 -0.379479 9.672691 0.359050 9.262533 1.633347 6.517178 1.607177 0.517004

Antenna 16: 2459937

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
16 N01 digital_ok ee Shape 10.396629 10.396629 -0.526699 9.312608 0.497821 7.421982 1.734817 3.274810 2.574188

Antenna 16: 2459936

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
16 N01 digital_ok ee Power 11.539868 9.617888 -0.456621 11.539868 0.531376 8.670107 1.982971 6.757404 0.327677

Antenna 16: 2459935

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
16 N01 digital_ok ee Shape 10.127003 -0.236928 10.127003 0.447712 8.290166 1.512711 8.920527 2.524091 1.587052

Antenna 16: 2459934

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
16 N01 digital_ok ee Shape 13.124612 13.124612 -0.100605 9.007944 0.222912 8.629748 2.207448 0.481526 1.723453

Antenna 16: 2459933

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
16 N01 digital_ok ee Shape 10.850540 -0.308116 10.850540 0.206366 9.521927 1.516550 8.464831 0.728844 0.241744

Antenna 16: 2459932

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
16 N01 digital_ok ee Shape 12.673923 -0.345589 12.673923 0.230100 9.419036 0.441960 3.297555 1.363362 2.124746

Antenna 16: 2459931

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
16 N01 digital_ok ee Shape 12.136169 12.136169 -0.360360 10.101124 0.186770 6.687176 1.130243 0.719332 2.839453

Antenna 16: 2459930

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
16 N01 digital_ok ee Shape 10.318557 10.318557 -0.466978 8.558612 0.397379 6.463588 1.278698 1.121389 0.554184

Antenna 16: 2459929

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
16 N01 digital_ok ee Power 11.030952 -0.675380 5.665899 0.425747 11.030952 0.288303 1.571377 0.516911 1.761775

Antenna 16: 2459928

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
16 N01 digital_ok ee Power 10.282763 -0.772793 9.790974 0.473988 10.282763 1.967408 8.705137 2.747323 1.114732

Antenna 16: 2459927

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
16 N01 digital_ok ee Shape 10.911942 -0.527458 10.911942 0.206475 9.614597 2.367672 3.159997 0.800465 1.437862

Antenna 16: 2459926

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
16 N01 digital_ok ee Shape 9.372178 -1.012645 9.372178 0.400493 8.652409 0.532185 1.040294 0.689469 0.764567

Antenna 16: 2459925

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
16 N01 digital_ok ee Power 11.197790 7.488184 -1.119869 11.197790 0.484549 4.714272 0.888732 3.020240 0.040102

Antenna 16: 2459924

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
16 N01 digital_ok ee Shape 10.613164 10.613164 -1.774319 10.541123 0.257594 6.864896 0.346627 0.718198 0.767335

Antenna 16: 2459923

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
16 N01 digital_ok ee Shape 11.736440 -1.812251 11.736440 0.636253 10.152036 0.931239 5.903891 1.001625 2.462329

Antenna 16: 2459922

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
16 N01 digital_ok ee Shape 10.318190 -1.453749 10.318190 0.364388 7.393656 1.767380 9.874504 2.008559 0.632241

Antenna 16: 2459921

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
16 N01 digital_ok ee Temporal Variability 11.394502 9.375366 -1.407257 8.186810 0.622828 11.394502 2.279478 0.396935 2.473265

Antenna 16: 2459920

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
16 N01 digital_ok ee Shape 9.750950 -1.507970 9.750950 0.428591 7.311788 1.658323 7.034107 3.062777 1.397232

Antenna 16: 2459919

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
16 N01 digital_ok ee Shape 10.506140 10.506140 -1.308755 8.450220 0.394686 9.120800 1.308060 1.297543 3.077876

Antenna 16: 2459918

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
16 N01 digital_ok ee Shape 11.919196 -1.086235 11.919196 0.177544 8.652530 1.471789 6.939485 1.631470 2.120949

Antenna 16: 2459917

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
16 N01 digital_ok ee Shape 10.020910 -1.005675 10.020910 0.537410 8.858340 -0.793670 4.898832 4.227956 0.837041

Antenna 16: 2459916

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
16 N01 digital_ok ee Shape 10.396278 10.396278 -1.273849 8.839307 0.140516 7.364832 1.851202 1.553976 4.523736

Antenna 16: 2459915

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
16 N01 digital_ok ee Shape 10.891254 10.891254 -1.389794 10.467802 0.297814 7.906930 2.685801 3.621586 1.236130

Antenna 16: 2459914

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
16 N01 digital_ok ee Shape 11.813867 11.813867 -1.203498 11.133583 0.307292 8.633773 1.562101 6.731206 1.327610

Antenna 16: 2459913

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
16 N01 digital_ok nn Temporal Variability 2.457301 -0.857089 -1.176943 0.402225 -0.363706 2.457301 1.803518 2.290441 0.487545

Antenna 16: 2459912

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
16 N01 digital_ok nn Temporal Discontinuties 2.667305 -0.968458 -1.387099 0.505695 -0.461614 1.318167 0.931311 2.667305 1.986408

Antenna 16: 2459911

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
16 N01 digital_ok ee Temporal Discontinuties 2.783379 -1.414007 -1.145445 0.288803 -0.522969 1.412505 1.122028 1.696016 2.783379

Antenna 16: 2459910

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
16 N01 digital_ok ee Temporal Discontinuties 3.435568 -1.422396 -1.145201 0.212503 -0.578533 1.707077 1.381189 1.670214 3.435568

Antenna 16: 2459909

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
16 N01 digital_ok ee Temporal Discontinuties 2.783065 -1.494508 -1.111767 0.264087 -0.546029 1.960388 1.571643 2.364436 2.783065

Antenna 16: 2459908

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
16 N01 digital_ok ee Temporal Discontinuties 2.512281 -1.042043 -1.550668 -0.554618 0.277305 0.738938 1.085593 2.512281 2.276551

Antenna 16: 2459907

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
16 N01 digital_ok nn Temporal Discontinuties 2.721112 -1.069609 -1.321366 0.235064 -0.675189 1.556872 1.322932 2.721112 1.906996

Antenna 16: 2459906

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
16 N01 digital_ok nn Temporal Discontinuties 2.199882 -1.066537 -1.424590 0.171204 -0.693837 1.886593 1.638068 2.199882 1.291275

Antenna 16: 2459905

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
16 N01 digital_ok nn Temporal Discontinuties 2.002975 -0.797113 -1.299176 0.238894 -0.497302 0.602669 1.356820 2.002975 1.788307

Antenna 16: 2459904

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
16 N01 digital_ok nn Temporal Discontinuties 3.350104 -1.265460 -1.467457 0.303265 -0.603535 1.129085 1.632609 3.350104 0.402596

Antenna 16: 2459903

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
16 N01 digital_ok nn Temporal Discontinuties 2.793183 -1.201618 -1.127598 0.161620 -0.655583 1.321933 1.666096 2.793183 1.459423

Antenna 16: 2459902

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
16 N01 digital_ok nn Temporal Discontinuties 2.817018 -1.364175 -1.340878 -0.685390 -0.021542 1.333638 1.569224 1.751883 2.817018

Antenna 16: 2459901

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
16 N01 digital_ok nn Temporal Discontinuties 2.800831 -1.402045 -1.369038 -0.591489 0.190091 2.177794 2.560428 1.428959 2.800831

Antenna 16: 2459900

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
16 N01 digital_ok ee Temporal Variability 2.934859 -1.216883 -1.545651 -0.537084 0.225138 2.934859 2.497208 0.770131 1.143187

Antenna 16: 2459898

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
16 N01 digital_ok nn Temporal Discontinuties 2.013809 -0.875173 -0.937254 0.112774 -0.722511 0.911135 0.824035 2.013809 0.922485

Antenna 16: 2459897

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
16 N01 digital_ok nn Temporal Discontinuties 5.175514 -0.877982 -0.880380 0.209093 -0.814793 0.965093 0.547520 5.175514 3.043162

Antenna 16: 2459896

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
16 N01 digital_ok nn Temporal Discontinuties 2.990739 -1.114366 -0.827880 -0.003625 -0.827408 0.230557 -0.191266 2.990739 2.348891

Antenna 16: 2459895

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
16 N01 digital_ok nn Temporal Variability 1.198979 -1.319935 -1.465374 -0.524156 0.081392 0.790178 1.198979 -0.640091 -0.032425

Antenna 16: 2459894

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
16 N01 digital_ok nn Temporal Discontinuties 3.721197 -1.213148 -1.104644 0.269836 -0.605877 1.095560 0.548553 3.721197 1.762876

Antenna 16: 2459893

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
16 N01 digital_ok nn Temporal Discontinuties 7.354391 -1.023483 -1.006476 -0.729514 0.158873 0.023271 0.476130 3.440301 7.354391

Antenna 16: 2459892

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
16 N01 digital_ok nn Temporal Discontinuties 5.577984 -0.798676 -0.894677 0.021937 -0.885264 1.428899 1.143383 5.577984 2.718257

Antenna 16: 2459891

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
16 N01 digital_ok nn Temporal Discontinuties 3.221018 -0.925798 -0.842584 -0.889909 0.167776 -0.013521 0.120543 1.602115 3.221018

Antenna 16: 2459890

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
16 N01 digital_ok ee Temporal Discontinuties 9.275893 -1.099219 -0.930661 0.173123 -0.637902 0.869748 0.669252 4.165584 9.275893

Antenna 16: 2459889

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
16 N01 digital_ok nn Temporal Discontinuties 3.041044 -1.150412 -1.491302 -0.973978 0.089284 0.230026 0.687677 2.611761 3.041044

Antenna 16: 2459888

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
16 N01 digital_ok ee Temporal Discontinuties 3.965166 -1.582190 -0.813832 0.025231 -0.814715 0.156617 -0.162077 3.474276 3.965166

Antenna 16: 2459887

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
16 N01 digital_ok ee Temporal Discontinuties 8.766207 -1.644480 -0.863381 -0.100760 -0.706331 0.386793 -0.307157 3.834170 8.766207

Antenna 16: 2459886

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
16 N01 digital_ok nn Temporal Variability 0.316426 -0.930288 -1.877503 -0.827860 -0.001000 -0.812235 0.316426 -0.766399 0.134108

Antenna 16: 2459885

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
16 N01 digital_ok ee Temporal Discontinuties 2.351551 -0.501711 -1.028538 -0.929729 0.251240 1.290041 0.041771 0.818367 2.351551

Antenna 16: 2459884

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
16 N01 digital_ok ee Temporal Discontinuties 3.009651 -1.401084 -1.086229 -0.001448 -0.635068 0.029429 -0.474856 2.977671 3.009651

Antenna 16: 2459883

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
16 N01 digital_ok ee Temporal Discontinuties 10.951229 -0.011321 -0.241938 -0.758298 0.622621 1.110448 0.385879 9.271589 10.951229

Antenna 16: 2459882

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
16 N01 digital_ok ee Temporal Discontinuties 3.606399 0.597719 0.100867 -0.187579 -0.411331 1.030793 0.573192 2.019492 3.606399

Antenna 16: 2459881

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
16 N01 digital_ok nn Shape nan nan nan inf inf nan nan nan nan

Antenna 16: 2459880

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
16 N01 digital_ok ee Temporal Discontinuties 7.573995 -0.607942 -0.481465 -0.776626 -0.184410 1.386838 1.237457 3.683924 7.573995

Antenna 16: 2459879

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
16 N01 digital_ok nn Temporal Discontinuties 1.877562 -0.969383 -0.667296 0.209744 -0.362077 -0.002107 0.356544 1.877562 1.498757

Antenna 16: 2459878

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
16 N01 digital_ok nn Temporal Discontinuties 14.265095 0.696612 0.225083 -0.762561 0.255639 1.696801 0.262911 14.265095 7.749863

Antenna 16: 2459876

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
16 N01 digital_ok ee Temporal Discontinuties 9.633629 0.253876 -0.567959 0.588454 -0.627884 -0.803687 0.236606 9.633629 4.954202

Antenna 16: 2459875

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
16 N01 digital_ok ee Temporal Discontinuties 3.118342 -0.760490 -0.089792 0.071867 -0.625443 -0.083152 0.563716 3.118342 2.122272

Antenna 16: 2459874

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
16 N01 digital_ok ee Temporal Discontinuties 2.696452 -0.794415 1.340099 -0.130704 -0.702455 -0.162074 -0.225089 2.696452 2.617671

Antenna 16: 2459873

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
16 N01 digital_ok nn Temporal Discontinuties 3.716676 -0.618426 1.091958 -0.730444 0.024251 -0.014886 1.315318 1.990532 3.716676

Antenna 16: 2459872

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
16 N01 digital_ok nn Temporal Discontinuties 2.845222 1.197435 -0.723829 -0.391368 0.037775 0.760889 -0.350097 2.845222 1.184102

Antenna 16: 2459871

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
16 N01 digital_ok ee Temporal Discontinuties 3.075640 0.013554 -0.794629 -0.822974 -0.020984 -0.042527 -0.591755 2.593967 3.075640

Antenna 16: 2459870

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
16 N01 digital_ok nn Temporal Discontinuties 4.775845 -0.184594 2.704884 0.253935 -0.601619 0.842075 1.973090 3.909175 4.775845

Antenna 16: 2459869

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
16 N01 digital_ok ee Temporal Discontinuties 1.723637 -0.694798 0.029567 0.818200 -0.544527 0.525960 0.119873 1.723637 0.030106

Antenna 16: 2459868

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
16 N01 digital_ok ee Temporal Discontinuties 3.798340 -0.422411 1.090735 -0.865019 -0.602967 -0.502261 0.329920 3.798340 3.574743

Antenna 16: 2459867

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
16 N01 digital_ok nn Temporal Discontinuties 3.473836 -0.809494 1.129737 -0.525076 -0.466888 0.155573 1.347119 1.628355 3.473836

Antenna 16: 2459866

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
16 N01 digital_ok nn Temporal Discontinuties 2.276557 1.444650 -0.661138 -0.338447 -0.263098 0.943769 0.332823 2.276557 1.379890

Antenna 16: 2459865

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
16 N01 digital_ok nn Temporal Discontinuties 2.957048 -1.456716 1.436148 -1.259163 0.622404 -0.200366 0.697524 1.523594 2.957048

Antenna 16: 2459864

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
16 N01 digital_ok nn Temporal Discontinuties 7.824933 1.641913 -1.542908 1.668324 2.247648 1.043723 0.776595 7.824933 3.602520

Antenna 16: 2459863

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
16 N01 digital_ok nn Temporal Discontinuties 2.190796 -1.692787 -0.306849 0.974983 0.956137 -0.163247 -0.573591 1.698513 2.190796

Antenna 16: 2459862

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
16 N01 digital_ok nn Temporal Discontinuties 3.711667 -1.423183 0.704929 1.982147 1.384340 0.113383 0.708232 0.992936 3.711667

Antenna 16: 2459861

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
16 N01 digital_ok nn Temporal Discontinuties 2.179860 -0.440607 -1.200353 1.040866 0.897828 -0.169106 -0.622815 2.179860 0.789205

Antenna 16: 2459860

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
16 N01 digital_ok nn Temporal Discontinuties 1.831830 -1.465617 -0.223390 1.253082 0.631237 0.573628 0.301193 0.884227 1.831830

Antenna 16: 2459859

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
16 N01 digital_ok nn Temporal Discontinuties 1.755309 -1.081316 -0.676133 0.796343 0.878848 -0.749724 -0.529795 0.586486 1.755309

Antenna 16: 2459858

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
16 N01 digital_ok nn Temporal Discontinuties 2.805525 -0.472015 -0.965019 0.906812 0.903029 -0.514551 -0.564630 2.805525 0.727568

Antenna 16: 2459857

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
16 N01 digital_ok nn Temporal Variability 0.746496 -0.858996 -0.491715 0.302862 0.349332 0.746496 0.276692 0.105800 0.266292

Antenna 16: 2459856

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
16 N01 digital_ok nn Temporal Discontinuties 2.025990 -1.270167 0.642305 0.799817 0.071514 0.536678 0.927209 1.831957 2.025990

Antenna 16: 2459855

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
16 N01 digital_ok nn Shape 1.599553 1.599553 -1.332394 0.157321 0.923619 1.178235 0.565512 1.125406 0.620610

Antenna 16: 2459854

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
16 N01 digital_ok nn Temporal Discontinuties 2.842071 1.751094 -1.584033 -0.334832 0.253747 0.998526 0.366840 2.842071 0.866720

Antenna 16: 2459853

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
16 N01 digital_ok nn Temporal Discontinuties 2.334609 0.348363 -1.016983 -0.190888 0.420435 0.464484 0.173201 2.334609 0.821602

Antenna 16: 2459852

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
16 N01 digital_ok nn Temporal Discontinuties 0.725340 -1.215155 -0.270533 0.681199 0.289843 -0.685832 0.261936 0.677303 0.725340

Antenna 16: 2459851

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
16 N01 digital_ok nn Temporal Discontinuties 2.363029 -1.183048 -0.157267 0.520520 -0.033526 -0.628900 -0.650734 1.662543 2.363029

Antenna 16: 2459850

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
16 N01 digital_ok nn Temporal Discontinuties 3.009023 -0.938541 0.623896 0.304167 -0.208133 -0.859837 0.483950 1.255379 3.009023

Antenna 16: 2459849

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
16 N01 digital_ok nn Temporal Discontinuties 2.560020 -1.543382 0.404163 0.203114 -0.685559 0.179755 0.973825 2.230743 2.560020

Antenna 16: 2459848

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
16 N01 digital_ok nn Temporal Discontinuties 1.440540 0.485743 -0.945367 -1.067534 -0.973455 0.116463 -1.008136 1.440540 0.524271

Antenna 16: 2459847

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
16 N01 digital_ok nn Temporal Discontinuties 1.505952 -0.019275 -1.006954 -0.724536 -0.518975 -0.000383 0.704831 1.505952 0.770236

Antenna 16: 2459846

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
16 N01 digital_ok ee Temporal Discontinuties 0.979366 -0.753744 -0.664870 -0.078324 -0.900401 -0.565960 0.350472 0.979366 0.823748

Antenna 16: 2459845

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
16 N01 digital_ok nn Temporal Variability 1.298446 1.240467 -1.108130 0.095449 -1.002444 1.298446 0.989761 -0.053987 0.568966

Antenna 16: 2459844

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
16 N01 digital_ok ee Temporal Variability 1.184724 -0.904709 -0.480445 -0.917291 0.124699 1.184724 -0.397176 0.050286 -0.617501

Antenna 16: 2459843

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
16 N01 digital_ok ee Temporal Discontinuties 2.977496 -0.001971 -0.890046 -1.191913 -1.024649 -0.373506 -0.819698 0.111499 2.977496

Antenna 16: 2459842

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
16 N01 digital_ok ee Temporal Discontinuties 1.866497 -0.075072 -1.110969 0.169800 0.348361 0.308035 0.649416 1.866497 0.429727

Antenna 16: 2459841

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
16 N01 digital_ok ee Temporal Variability 6.852922 0.110044 0.411262 -0.565121 0.061823 6.852922 1.899204 1.508892 0.784545

Antenna 16: 2459840

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
16 N01 digital_ok ee Temporal Discontinuties 0.346241 -1.967483 -0.393088 -0.319456 -0.053811 -0.685003 -0.789584 0.346241 0.010017

Antenna 16: 2459839

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
16 N01 digital_ok nn Temporal Variability 3.445682 1.054790 -0.592595 -0.042784 -0.857324 3.445682 0.602820 -0.456042 0.174703

Antenna 16: 2459838

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
16 N01 digital_ok nn Temporal Discontinuties 1.514310 0.699315 -1.521372 -0.953823 -0.402073 -0.325909 -0.498111 1.514310 0.594692

Antenna 16: 2459835

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
16 N01 digital_ok nn Shape nan nan nan inf inf nan nan nan nan
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